10 Best Regression Analysis Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are thousands of online courses and classes that will help you enhance your Regression Analysis skills and earn your Regression Analysis certificate.

In this short article, our experts have actually assembled a curated list of the 10 Best of the Best Regression Analysis courses, tutorials, training programs, classes and certifications that are offered online right now.

We have actually included only those courses that fulfill our high-quality standards. We have put a great deal of time and effort into collecting these all for you. These courses are suitable for all levels, beginners, intermediate students, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Regression Analysis Courses and Certifications Online

1. Complete Linear Regression Analysis in Python by Start-Tech Academy Udemy Course Our Best Pick

“Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also”

As of right now, more than 150122+ people have enrolled in this course and there are over 1281+ reviews.

Course Content
Introduction
Setting up Python and Jupyter Notebook
Basics of Statistics
Introduction to Machine Learning
Data Preprocessing
Linear Regression
Congratulations & About your certificate

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2. ML for Business Managers: Build Regression model in R Studio by Start-Tech Academy Udemy Course

Simple Regression & Multiple Regression| must-know for Machine Learning & Econometrics | Linear Regression in R studio

As of right now, more than 69374+ people have enrolled in this course and there are over 274+ reviews.

Course Content
Introduction
Basics of Statistics
Getting started with R and R studio
Introduction to Machine Learning
Data Preprocessing
Linear Regression Model
Regression models other than OLS
Conclusion

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3. Linear Regression and Logistic Regression in Python by Start-Tech Academy Udemy Course

Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners

As of right now, more than 52166+ people have enrolled in this course and there are over 310+ reviews.

Course Content
Introduction
Setting up Python and Python Crash Course
Basics of Statistics
Data Preprocessing before building Linear Regression Model
Building the Linear Regression Model
Introduction to the classification Models
Building a Logistic Regression Model
Test-Train Split
Congratulations & about your certificate

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4. Linear Regression and Logistic Regression using R Studio by Start-Tech Academy Udemy Course

Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification

As of right now, more than 49883+ people have enrolled in this course and there are over 234+ reviews.

Course Content
Introduction
Basics of Statistics
Getting started with R and R studio
Data Preprocessing before building Linear Regression Model
Linear Regression Model
Introduction to the classification Models
Building a Logistic Regression Model
Test-Train Split
Congratulations & about your certificate

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5. Deep Learning Prerequisites: Linear Regression in Python by Lazy Programmer Inc. Udemy Course

“Data science, machine learning, and artificial intelligence in Python for students and professionals”

As of right now, more than 29579+ people have enrolled in this course and there are over 5408+ reviews.

Course Content
Welcome
1-D Linear Regression: Theory and Code
Multiple linear regression and polynomial regression
Practical machine learning issues
Conclusion and Next Steps
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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6. Deep Learning Foundation : Linear Regression and Statistics by Jay Bhatt Udemy Course

“Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning”

As of right now, more than 9195+ people have enrolled in this course and there are over 1359+ reviews.

Course Content
Introduction
Introduction to Linear Regression
coding a linear regression model from scratch
Basic Statistics
Statistical Tests
Assumptions of linear regression
Logistic Regression
Bonus Lectures

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7. Regression Analysis / Data Analytics in Regression by Quantitative Specialists Udemy Course

Gain Important and Highly Marketable Skills in Regression Analysis – Tame the Regression Beast Today!

As of right now, more than 5240+ people have enrolled in this course and there are over 958+ reviews.

Course Content
Introduction
Simple Regression – One Predictor (or IV)
Multiple Regression – 2+ Predictors (IVs)
Hierarchical Regression – 2+ Predictors (with order of entry)
Regression in Microsoft Excel
Conclusion

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8. Machine Learning Regression Masterclass in Python by “Dr. Ryan Ahmed, Ph.D., MBA, Ligency I Team, Mitchell Bouchard, Ligency Team” Udemy Course

“Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras”

As of right now, more than 5237+ people have enrolled in this course and there are over 571+ reviews.

Course Content
INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]ANACONDA AND JUPYTER INSTALLATION
SIMPLE LINEAR REGRESSION
REGRESSION KEY PERFORMANCE INDICATORS
POLYNOMIAL REGRESSION
MULTIPLE LINEAR REGRESSION
LOGISTIC REGRESSION
APPLY ARTIFICIAL NEURAL NETWORKS TO PERFORM REGRESSION TASKS
LASSO AND RIDGE REGRESSION
Bonus Lectures

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9. Regression Analysis for Statistics & Machine Learning in R by Minerva Singh Udemy Course

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R

As of right now, more than 4278+ people have enrolled in this course and there are over 529+ reviews.

Course Content
Get Started with Practical Regression Analysis in R
Ordinary Least Square Regression Modelling
Deal with Multicollinearity in OLS Regression Models
Variable & Model Selection
Dealing With Other Violations of the OLS Regression Models
Generalized Linear Models(GLMs)
Working with Non-Parametric and Non-Linear Data
Miscellaneous Lectures

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10. The STATA OMNIBUS: Regression and Modelling with STATA by F. Buscha Udemy Course

“4 COURSES IN 1! Includes introduction to Linear and Non-Linear Regression, Regression Modelling and STATA. Updated Freq.”

As of right now, more than 2957+ people have enrolled in this course and there are over 466+ reviews.

Course Content
“Introduction
Linear Regression
Non-Linear Regression
Regression Modelling
Introduction to Stata: Getting Started
Introduction to Stata: Exploring Data
Introduction to Stata: Manipulating Data
Introduction to Stata: Visualising Data
Introduction to Stata: Testing Means, Correlations and ANOVA
Introduction to Stata: Linear Regression
Introduction to Stata: Categorical Choice Models
Fractional/Proportional Variable Models
Introduction to Stata: Random Numbers and Simulation
Introduction to Stata: Count Data Models
Introduction to Stata: Survival Analysis
Introduction to Stata: Panel Data
Introduction to Stata: Difference-in-Differences Analysis
Introduction to Stata: Instrumental Variable Regression
Epidemiological Tables
Introduction to Stata: Power Analysis
Introduction to Stata: Basic Matrix Operations
Practice Tests”

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Here are some frequently asked questions about learning Regression Analysis

How Long Does It Take to Learn Regression Analysis?

The answer to the question “How long does it ttake to learn Regression Analysis” is … it depends. Everyone has different requirements, and everybody is working in different circumstances, so the answer for someone may be entirely different than for somebody else.

Consider these questions: What are you trying to Learn Regression Analysis for? Where is your beginning point? Are you a beginner or do you have experience with Regression Analysis? How much can you practice? 1 hour per day? 40 hours each week? Have a look at this course about Regression Analysis.

Is Regression Analysis Easy Or Hard to Learn?

No, learning Regression Analysis isn’t hard for the majority of people. Check this course on how to Learn Regression Analysis in no time!

How to Learn Regression Analysis Fast?

The fastest method to Learn Regression Analysis is to first get this Regression Analysis course, then practice whatever you learn whenever you can. Even if its simply 15 minutes a day of practice. Consistency is essential.

Where to Learn Regression Analysis?

If you want to explore and learn Regression Analysis, then Udemy offers you the best platform to learn the Regression Analysis. Check this course on how to Learn Regression Analysis in no time!